He was elected mayor in 1927 after the Kentucky Court of Appeals threw out the election of Arthur A. Will. He was re-elected to a full term in 1929. As mayor, Harrison arranged the finances for the construction of the Municipal Bridge (later renamed George Rogers Clark Memorial Bridge), securing private financing after a bond initiative failed. He also supported the purchase of the Von Zedtwitz estate, with the goal of establishing Bowman Field, the city's first airport. Numerous suburbs surrounding the airport were also carved out of the property.
Harrison ran for Governor of Kentucky in 1931 but was defeated by Ruby Laffoon. After his term as Mayor, Harrison served as chairman of the Louisville Industrial Foundation for 14 years. He died in 1948 and was buried in Cave Hill Cemetery.
References
"Harrison, William B.". The Encyclopedia of Louisville. 2001.